EP4131076A4 - Verfahren und vorrichtung zur seriellen datenverarbeitung sowie textverarbeitungsverfahren und -vorrichtung - Google Patents

Verfahren und vorrichtung zur seriellen datenverarbeitung sowie textverarbeitungsverfahren und -vorrichtung Download PDF

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Publication number
EP4131076A4
EP4131076A4 EP21779395.9A EP21779395A EP4131076A4 EP 4131076 A4 EP4131076 A4 EP 4131076A4 EP 21779395 A EP21779395 A EP 21779395A EP 4131076 A4 EP4131076 A4 EP 4131076A4
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EP
European Patent Office
Prior art keywords
processing method
serialized data
data processing
text
text processing
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP21779395.9A
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English (en)
French (fr)
Other versions
EP4131076A1 (de
Inventor
Ming TU
Jing Huang
Xiaodong He
Bowen Zhou
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Jingdong Century Trading Co Ltd
Beijing Wodong Tianjun Information Technology Co Ltd
Original Assignee
Beijing Jingdong Century Trading Co Ltd
Beijing Wodong Tianjun Information Technology Co Ltd
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Filing date
Publication date
Application filed by Beijing Jingdong Century Trading Co Ltd, Beijing Wodong Tianjun Information Technology Co Ltd filed Critical Beijing Jingdong Century Trading Co Ltd
Publication of EP4131076A1 publication Critical patent/EP4131076A1/de
Publication of EP4131076A4 publication Critical patent/EP4131076A4/de
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/332—Query formulation
    • G06F16/3329—Natural language query formulation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/901—Indexing; Data structures therefor; Storage structures
    • G06F16/9024—Graphs; Linked lists
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/906—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/284—Lexical analysis, e.g. tokenisation or collocates
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • G06F40/295—Named entity recognition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/042—Knowledge-based neural networks; Logical representations of neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP21779395.9A 2020-03-30 2021-03-02 Verfahren und vorrichtung zur seriellen datenverarbeitung sowie textverarbeitungsverfahren und -vorrichtung Pending EP4131076A4 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010237454.6A CN111461301B (zh) 2020-03-30 2020-03-30 序列化数据处理方法和装置、文本处理方法和装置
PCT/CN2021/078719 WO2021196954A1 (zh) 2020-03-30 2021-03-02 序列化数据处理方法和装置、文本处理方法和装置

Publications (2)

Publication Number Publication Date
EP4131076A1 EP4131076A1 (de) 2023-02-08
EP4131076A4 true EP4131076A4 (de) 2024-05-08

Family

ID=71685098

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21779395.9A Pending EP4131076A4 (de) 2020-03-30 2021-03-02 Verfahren und vorrichtung zur seriellen datenverarbeitung sowie textverarbeitungsverfahren und -vorrichtung

Country Status (4)

Country Link
US (1) US12380142B2 (de)
EP (1) EP4131076A4 (de)
CN (1) CN111461301B (de)
WO (1) WO2021196954A1 (de)

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CN111461301B (zh) * 2020-03-30 2021-05-25 北京沃东天骏信息技术有限公司 序列化数据处理方法和装置、文本处理方法和装置
CN111898678A (zh) * 2020-07-30 2020-11-06 北京嘀嘀无限科技发展有限公司 一种对样本进行分类的方法及系统
CN112785350B (zh) * 2021-02-24 2023-09-19 深圳市慧择时代科技有限公司 一种产品向量确定方法及装置
US11886821B2 (en) * 2021-04-16 2024-01-30 Accenture Global Solutions Limited Method and system for inferring answers from knowledge graphs
CN113468330B (zh) * 2021-07-06 2023-04-28 北京有竹居网络技术有限公司 信息获取方法、装置、设备及介质
CN114362858B (zh) * 2021-12-27 2023-09-26 天翼物联科技有限公司 基于图卷积的窄带物联网基站负载预测方法、系统和介质
CN114970749B (zh) * 2022-06-17 2024-11-15 中南大学 用于获取电容器特征参数的方法、设备及可读存储介质
CN116015884B (zh) * 2022-12-27 2025-08-19 浙江工业大学 一种基于序列化图生成模型的高级持续威胁预测方法
CN115965059B (zh) * 2022-12-30 2026-04-17 拉扎斯网络科技（上海）有限公司 一种图谱学习的方法、装置、电子设备及存储介质
CN115994324B (zh) * 2023-03-13 2023-07-18 浙江口碑网络技术有限公司 数据处理方法及装置
CN117134958B (zh) * 2023-08-23 2024-10-18 苏州东吉创无限智慧科技有限公司 用于网络技术服务的信息处理方法及系统
CN119493094B (zh) * 2025-01-17 2025-04-08 北京理工大学前沿技术研究院 一种集群飞行目标的航迹修正方法、设备及介质

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JP6239344B2 (ja) * 2013-10-31 2017-11-29 株式会社東芝 テキスト処理装置、テキスト処理方法およびプログラム
US20190139622A1 (en) * 2017-08-03 2019-05-09 Zymergen, Inc. Graph neural networks for representing microorganisms
CN109978060B (zh) * 2019-03-28 2021-10-22 科大讯飞华南人工智能研究院（广州）有限公司 一种自然语言要素抽取模型的训练方法及装置
CN110119467B (zh) * 2019-05-14 2023-05-02 苏州大学 一种基于会话的项目推荐方法、装置、设备及存储介质
CN110188422B (zh) * 2019-05-16 2022-12-20 深圳前海微众银行股份有限公司 一种基于网络数据提取节点的特征向量的方法及装置
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CN110674301A (zh) * 2019-09-30 2020-01-10 出门问问信息科技有限公司 一种情感倾向预测方法、装置、系统及存储介质
CN111461301B (zh) * 2020-03-30 2021-05-25 北京沃东天骏信息技术有限公司 序列化数据处理方法和装置、文本处理方法和装置

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Title
A. DEAC ET AL: "Empowering graph representation learning with paired training and graph co-attention", OPENREVIEW.NET (25 SEPT 2019; IMPORTED: 15 NOV 2019), 25 September 2019 (2019-09-25), XP093144862, Retrieved from the Internet <URL:https://openreview.net/references/pdf?id=B1S_nqniH> [retrieved on 20191115] *
D. XU ET AL: "Inductive representation learning on temporal graphs", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 19 February 2020 (2020-02-19), XP081603494, DOI: 10.48550/arXiv.2002.07962 *
L. RUIZ ET AL: "Gated graph convolutional recurrent neural networks", PROCEEDINGS OF THE 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO'19), 2 September 2019 (2019-09-02), XP033660414, DOI: 10.23919/EUSIPCO.2019.8902995 *
See also references of WO2021196954A1 *

Also Published As

Publication number Publication date
US20230244704A1 (en) 2023-08-03
CN111461301B (zh) 2021-05-25
WO2021196954A1 (zh) 2021-10-07
EP4131076A1 (de) 2023-02-08
US12380142B2 (en) 2025-08-05
CN111461301A (zh) 2020-07-28

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